That same day, Barber, 36, shared another photograph with Cameron Bure of the young costars posing on set. She Tweeted, "I do not understand why @candacecbure and I weren't fashion icons of our era! #fullhouse."

The throwback photos come just a few weeks after Cameron Bure reunited with her Full House costars Bob Saget (who played dad Danny Tanner) and Jodie Sweetin (who played Bure's sister, Stephanie Tanner).